{"id":"W4316019884","doi":"10.1016/j.sleep.2023.01.009","title":"Baseline sleep characteristics are associated with gains in sleep duration after cognitive behavioral therapy for insomnia","year":2023,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"National Institute on Minority Health and Health Disparities","keywords":"Polysomnography; Sleep onset latency; Insomnia; Sleep onset; Context (archaeology); Medicine; Sleep (system call); Psychology; Physical therapy; Slow-wave sleep; Psychiatry; Electroencephalography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001988901,0.0002323173,0.0005315137,0.0003680149,0.0002606863,0.0003742313,0.0002898415,0.0004769842,0.001748889],"category_scores_gemma":[0.007153835,0.0002268291,0.0009896132,0.0004865014,0.0002917439,0.0002810238,0.0003954217,0.0005192932,0.0001311966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004953735,"about_ca_system_score_gemma":0.0004351726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002231781,"about_ca_topic_score_gemma":0.003827504,"domain_scores_codex":[0.9990325,0.0003871612,0.0001544754,0.000132185,0.0002121428,0.00008159263],"domain_scores_gemma":[0.9933156,0.002385458,0.003469368,0.0001918731,0.000218887,0.0004187116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02839248,0.002421478,0.9348919,0.00048692,0.001728661,0.00008392568,0.0003358004,0.0004205591,0.001836222,0.00002620475,0.0003852152,0.02899064],"study_design_scores_gemma":[0.0002629407,0.001715312,0.9975272,0.00001799694,0.0001659416,0.00002748085,0.00002550662,0.0001340306,0.00006057039,0.00001149741,0.0000484957,0.000003087642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997986,0.001329314,0.00009670273,0.00007591319,0.00001319088,0.00004889112,0.0001455942,0.000008358686,0.0002960264],"genre_scores_gemma":[0.9991991,0.0002230202,0.0001509426,0.00003765879,0.00001244094,0.00006016589,0.0001815379,0.000002319915,0.0001329105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002231781,"threshold_uncertainty_score":0.01051843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03582583493336051,"score_gpt":0.3374941610404515,"score_spread":0.301668326107091,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}